Analytical and clinical validation of pairwise microRNA expression analysis to identify medullary thyroid cancer in thyroid fine-needle aspiration samples

Cancer Cytopathol. 2021 Mar;129(3):239-249. doi: 10.1002/cncy.22365. Epub 2020 Oct 5.

Abstract

Background: Medullary thyroid carcinoma (MTC) is an aggressive malignancy originating from the parafollicular C cells. Preoperatively, thyroid nodule fine-needle aspiration cytology (FNAC) and pathogenic gene mutations are definitive in approximately one-half of cases. MicroRNAs (miRNAs) are endogenous, noncoding, single-stranded RNAs that regulate gene expression, a characteristic that confers the potential for identifying malignancy. In the current study, the authors hypothesized that differential pairwise (diff-pair) analysis of miRNA expression levels would reliably identify MTC in FNA samples.

Methods: The relative abundance of 10 different miRNAs in total nucleic acids was obtained from ThyraMIR test results. Diff-pair analysis was performed by subtracting the critical threshold value of one miRNA from the critical threshold values of other miRNAs. Next-generation sequencing with the ThyGeNEXT panel identified oncogenic gene alterations. The discovery cohort consisted of 30 formalin-fixed, paraffin-embedded benign and malignant thyroid neoplasms, including 4 cases of MTC. After analytical validation, clinical validation was performed using 3 distinct cohorts (total of 7557 specimens).

Results: In the discovery cohort, 9 diff-pairs were identified as having significant power using the Kruskal-Wallis test (P < .0001) to distinguish MTC samples from non-MTC samples. The assay correctly classified all MTC and non-MTC samples in the analytical validation study and in the 3 clinical validation cohorts. The overall test accuracy was 100% (95% confidence interval, 99%-100%). In indeterminate FNAC samples, the sensitivity of the diff-pair analysis was greater than that of the MTC-specific mutation analysis (100% vs 25%; P = .03).

Conclusions: Pairwise miRNA expression analysis of ThyraMIR results were found to accurately predict MTC in thyroid FNA samples, including those with indeterminate FNAC findings.

Keywords: ThyraMIR; fine-needle aspiration (FNA); medullary thyroid cancer (MTC); microRNA (miRNA); thyroid nodule.

Publication types

  • Validation Study

MeSH terms

  • Biopsy, Fine-Needle
  • Carcinoma, Neuroendocrine / genetics
  • Carcinoma, Neuroendocrine / pathology*
  • Cohort Studies
  • Formaldehyde
  • Humans
  • MicroRNAs / genetics*
  • Mutation
  • Oncogenes
  • Thyroid Neoplasms / genetics
  • Thyroid Neoplasms / pathology*
  • Tissue Fixation

Substances

  • MicroRNAs
  • Formaldehyde

Supplementary concepts

  • Thyroid cancer, medullary